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Commits on Jul 19, 2026

• feat(reward): soup reward synth — synthesize a deterministic reward verifier (v0.71.40)

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• feat(ship): close the evidence loop — emit-evidence + config + provenance + PR comment (v0.71.39)

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Commits on Jul 17, 2026

• feat(ship): make soup ship's leg-2 regression gate real (v0.71.38)

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• fix(cli): quote install hints so `pip install soup-cli[extra]` works on cmd.exe (v0.71.37)

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• fix(eval): run built-in benchmark gate tasks (#315)

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• docs: v0.71.36 Data Moat II (version bump + CHANGELOG + docs)

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Commits on Jul 16, 2026

• fix(canary): friendly "manifest not found" instead of a raw OS error

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• fix(gpu): measure a LOCAL checkpoint's size instead of guessing from its name

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• fix(canary): verdict must account for multiple comparisons (live-smoke find)

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• fix(canary): harden the secret store — 0600 + ESC-strip + entry cap

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• fix(loader): replay rows bypassed vision/audio traversal protection (HIGH)

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• fix(v0.71.36): address ECC python-review findings

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• feat(train): --replay / --replay-ratio passthrough (v0.71.36 Part E)

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• feat(loader): _finalize seam + replay mix into train only (v0.71.36 Part E)

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• feat(rehearsal): pure continual-learning replay mix (v0.71.36 Part E)

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• feat(schema): DataConfig.replay* + _validate_replay_compat (v0.71.36 Part E)

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• feat(data): soup data canary insert/check (v0.71.36 Part D)

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• feat(canary): Secret-Sharer canaries + exposure decision rule (v0.71.36 Part D)

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• refactor(live_eval): add compute_pair_losses; compute_eval_loss is its mean (v0.71.36 Part D)

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• feat(data): soup data topics — BERTopic-lite coverage map (v0.71.36 Part C)

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• feat(topics): pure k-means++ + c-TF-IDF cluster labels (v0.71.36 Part C)

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• fix(cli): escape soup-cli[extra] so Rich stops eating the bracket

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• feat(data): soup data dedup --semantic (SemDeDup) (v0.71.36 Part B)

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• feat(semdedup): pure greedy cosine near-dup selection (v0.71.36 Part B)

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• feat(embed): batched AutoModel encode + masked mean-pool + L2-norm (v0.71.36 Part A)

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Commits on Jul 15, 2026

• feat(embed): pooling gate that refuses unverified models (v0.71.36 Part A)

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• feat(compliance): init templates + soup card + soup ci init + GGUF-on-Windows (v0.71.35)

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• docs: v0.71.34 adapter algebra + LISA (version bump + CHANGELOG + docs)

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• fix(v0.71.34): security-review — H1 symlink-config reject + cwd re-validate, M1 C0/ESC strip on base_model, L1 coeff magnitude cap

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• fix(v0.71.34): code-review CRITICALs — LISA TrainerCallback subclass, factor-aware task-arithmetic (linear ΔW), fail-loud on no decoder layers

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• fix(v0.71.34): python-review — real lisa_reset_optimizer field, annotate validator, builtin generics

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• feat(lisa): wire LISA into SFT trainer + attach helper (v0.71.34)

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• feat(lisa): LisaPolicy + duck-typed LisaCallback (v0.71.34)

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• feat(schema): LISA config fields + compat validator (v0.71.34)

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• feat(adapters): soup adapters arithmetic command (v0.71.34)

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